QianJaneXie / PandoraBayesOptLinks
Cost-aware Bayesian optimization via the Pandora's box Gittins index
☆13Updated 3 months ago
Alternatives and similar repositories for PandoraBayesOpt
Users that are interested in PandoraBayesOpt are comparing it to the libraries listed below
Sorting:
- SAASBO: a package for high-dimensional bayesian optimization☆50Updated 4 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆64Updated last year
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆16Updated 4 months ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13Updated 6 years ago
- code for BINOCULARS and Multi-Step BO☆12Updated 5 years ago
- ☆33Updated 9 months ago
- ☆14Updated last year
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆19Updated 4 months ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆15Updated 9 months ago
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10Updated 4 years ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆18Updated 5 months ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆66Updated 3 years ago
- ☆214Updated last year
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆14Updated 3 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆35Updated 2 months ago
- ☆23Updated 2 years ago
- Python Library for Generalized Gaussian Process Modeling☆25Updated 8 months ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆75Updated 3 years ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆108Updated 2 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Updated 4 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 6 years ago
- A set of real-world multi-objective optimization problems☆56Updated 4 years ago
- Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"☆14Updated last year
- Code for efficiently sampling functions from GP(flow) posteriors☆74Updated 5 years ago
- The repository contains code for the project "Explain the uncertain: Stochastic Shapley Values for Gaussian Process Models"☆14Updated last year
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 8 years ago
- List of papers on robust Bayesian optimization☆17Updated 4 years ago
- ☆11Updated last year
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 4 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆19Updated last year